Triple

T6674926
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Housing of Puerto Rico E151826 entity
Predicate heads P652 FINISHED
Object Puerto Rico Department of Housing
The Puerto Rico Department of Housing is the government agency responsible for developing and implementing housing policy, programs, and assistance across Puerto Rico.
E612304 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Puerto Rico Department of Housing | Statement: [Secretary of Housing of Puerto Rico, heads, Puerto Rico Department of Housing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Department of Housing
Context triple: [Secretary of Housing of Puerto Rico, heads, Puerto Rico Department of Housing]
  • A. Puerto Rico Planning Board
    The Puerto Rico Planning Board is a government agency responsible for guiding the island’s land use, economic development, and long-term planning policies.
  • B. Puerto Rico Department of Economic Development and Commerce
    The Puerto Rico Department of Economic Development and Commerce is a government agency responsible for formulating and implementing policies to promote the island’s economic growth, investment, and commercial development.
  • C. Puerto Rico Energy Bureau
    The Puerto Rico Energy Bureau is the independent government regulatory body responsible for overseeing and regulating Puerto Rico’s energy sector, including electricity rates, planning, and utility performance.
  • D. Puerto Rico Department of Transportation and Public Works
    The Puerto Rico Department of Transportation and Public Works is the government agency responsible for planning, building, and maintaining Puerto Rico’s transportation infrastructure and public works systems.
  • E. Government of Puerto Rico
    The Government of Puerto Rico is the territorial government responsible for administering the U.S. Commonwealth of Puerto Rico, with executive, legislative, and judicial branches operating under its own constitution.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Puerto Rico Department of Housing
Triple: [Secretary of Housing of Puerto Rico, heads, Puerto Rico Department of Housing]
Generated description
The Puerto Rico Department of Housing is the government agency responsible for developing and implementing housing policy, programs, and assistance across Puerto Rico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Department of Housing
Target entity description: The Puerto Rico Department of Housing is the government agency responsible for developing and implementing housing policy, programs, and assistance across Puerto Rico.
  • A. Puerto Rico Planning Board
    The Puerto Rico Planning Board is a government agency responsible for guiding the island’s land use, economic development, and long-term planning policies.
  • B. Puerto Rico Department of Economic Development and Commerce
    The Puerto Rico Department of Economic Development and Commerce is a government agency responsible for formulating and implementing policies to promote the island’s economic growth, investment, and commercial development.
  • C. Puerto Rico Energy Bureau
    The Puerto Rico Energy Bureau is the independent government regulatory body responsible for overseeing and regulating Puerto Rico’s energy sector, including electricity rates, planning, and utility performance.
  • D. Puerto Rico Department of Transportation and Public Works
    The Puerto Rico Department of Transportation and Public Works is the government agency responsible for planning, building, and maintaining Puerto Rico’s transportation infrastructure and public works systems.
  • E. Government of Puerto Rico
    The Government of Puerto Rico is the territorial government responsible for administering the U.S. Commonwealth of Puerto Rico, with executive, legislative, and judicial branches operating under its own constitution.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c687f830bc81909eb8b04dbb8450b1 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0f3021481908c2599349eb6ea07 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7a30b7481908c36ff9035f62731 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6faa22e748190ab7a06ef84d695f6 completed March 27, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69c6fb85632081908bbb66ea35ce97c8 completed March 27, 2026, 9:49 p.m.
Created at: March 27, 2026, 2:03 p.m.